Chris Hinrichs

Summary

Affiliation: University of Wisconsin
Country: USA

Publications

  1. pmc Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset
    Chris Hinrichs
    Department of Computer Sciences, University of Wisconsin Madison, Madison, WI 53706, USA
    Neuroimage 48:138-49. 2009
  2. pmc MKL for robust multi-modality AD classification
    Chris Hinrichs
    Dept of Computer Sciences, University of Wisconsin Madison, USA
    Med Image Comput Comput Assist Interv 12:786-94. 2009
  3. pmc Predictive markers for AD in a multi-modality framework: an analysis of MCI progression in the ADNI population
    Chris Hinrichs
    Department of Computer Sciences, University of Wisconsin Madison, Madison, WI 53706, USA
    Neuroimage 55:574-89. 2011
  4. ncbi request reprint Multi-resolutional shape features via non-Euclidean wavelets: applications to statistical analysis of cortical thickness
    Won Hwa Kim
    Department of Computer Sciences, University of Wisconsin Madison, Madison, WI 53706, USA Geriatric Research Education and Clinical Center, William S Middleton Memorial Veteran s Hospital, Madison, WI 53705, USA Electronic address
    Neuroimage 93:107-23. 2014
  5. pmc Topology-based kernels with application to inference problems in Alzheimer's disease
    Deepti Pachauri
    Alzheimer s Disease Neuroimaging Initiative and Department of Computer Sciences, University of Wisconsin Madison, Madison, WI 53706, USA
    IEEE Trans Med Imaging 30:1760-70. 2011
  6. ncbi request reprint Classification in DTI using shapes of white matter tracts
    Nagesh Adluru
    Dept of Psychology, Brigham Young Univ, UT, USA
    Conf Proc IEEE Eng Med Biol Soc 2009:2719-22. 2009
  7. ncbi request reprint Extracting and summarizing white matter hyperintensities using supervised segmentation methods in Alzheimer's disease risk and aging studies
    Vamsi Ithapu
    Department of Computer Sciences, University of Wisconsin Madison, Madison, Wisconsin Wisconsin Alzheimer s Disease Research Center, Madison, Wisconsin
    Hum Brain Mapp 35:4219-35. 2014

Collaborators

Detail Information

Publications7

  1. pmc Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset
    Chris Hinrichs
    Department of Computer Sciences, University of Wisconsin Madison, Madison, WI 53706, USA
    Neuroimage 48:138-49. 2009
    ....
  2. pmc MKL for robust multi-modality AD classification
    Chris Hinrichs
    Dept of Computer Sciences, University of Wisconsin Madison, USA
    Med Image Comput Comput Assist Interv 12:786-94. 2009
    ..We present promising multi-modal classification experiments on a large dataset of images from the ADNI project...
  3. pmc Predictive markers for AD in a multi-modality framework: an analysis of MCI progression in the ADNI population
    Chris Hinrichs
    Department of Computer Sciences, University of Wisconsin Madison, Madison, WI 53706, USA
    Neuroimage 55:574-89. 2011
    ..These differences were most significant in MMDMs based on imaging data. We also discuss the relationship between our MMDM and an individual's conversion from MCI to AD...
  4. ncbi request reprint Multi-resolutional shape features via non-Euclidean wavelets: applications to statistical analysis of cortical thickness
    Won Hwa Kim
    Department of Computer Sciences, University of Wisconsin Madison, Madison, WI 53706, USA Geriatric Research Education and Clinical Center, William S Middleton Memorial Veteran s Hospital, Madison, WI 53705, USA Electronic address
    Neuroimage 93:107-23. 2014
    ..In particular, we contrast traditional univariate methods with our multi-resolution approach which show increased sensitivity and improved statistical power to detect a group-level effects. We also provide an open source implementation...
  5. pmc Topology-based kernels with application to inference problems in Alzheimer's disease
    Deepti Pachauri
    Alzheimer s Disease Neuroimaging Initiative and Department of Computer Sciences, University of Wisconsin Madison, Madison, WI 53706, USA
    IEEE Trans Med Imaging 30:1760-70. 2011
    ....
  6. ncbi request reprint Classification in DTI using shapes of white matter tracts
    Nagesh Adluru
    Dept of Psychology, Brigham Young Univ, UT, USA
    Conf Proc IEEE Eng Med Biol Soc 2009:2719-22. 2009
    ....
  7. ncbi request reprint Extracting and summarizing white matter hyperintensities using supervised segmentation methods in Alzheimer's disease risk and aging studies
    Vamsi Ithapu
    Department of Computer Sciences, University of Wisconsin Madison, Madison, Wisconsin Wisconsin Alzheimer s Disease Research Center, Madison, Wisconsin
    Hum Brain Mapp 35:4219-35. 2014
    ..Hum Brain Mapp 35:4219-4235, 2014. © 2014 Wiley Periodicals, Inc. ..